Retalon is a comprehensive retail analytics platform that leverages artificial intelligence to optimize key retail processes including planning, inventory management, pricing, and promotions. By connecting various retail functions, Retalon provides real-time insights and data-driven recommendations to help retailers make informed decisions, improve operational efficiency, and maximize profitability. Its advanced analytics and predictive capabilities ensure retailers can respond promptly to market changes and customer demands.

The Beer Game Environment provides a discrete-time simulation of a four-stage beer supply chain—retailer, wholesaler, distributor, and manufacturer—exposing an OpenAI Gym interface. Agents receive observations including on-hand inventory, pipeline stock, and incoming orders, then output order quantities. The environment computes per-step costs for inventory holding and backorders, and supports customizable demand distributions and lead times. It integrates seamlessly with popular RL libraries like Stable Baselines3, enabling researchers and educators to benchmark and train algorithms on supply chain optimization tasks.